Machine Learning in Neuroscience, Volume II

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Reza Lashgari

Shahid Beheshti University

Ali Ghazizadeh

Sharif University of Technology

Babak A Ardekani

Nathan S. Kline Institute for Psychiatric Research

Hamid R Rabiee

Sharif University of Technology

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This Research Topic is part of the Machine Learning in Neuroscience series

Machine Learning in Neuroscience

In recent years, machine learning, and artificial intelligence algorithms have been utilized in solving fascinating problems in different fields of science, including neuroscience. In this research topic, we are seeking to bring together researchers who are using machine learning methods to address neuroscientific questions or who are devising artificial neural networks based on known connectivity and plasticity rules in the nervous system. More specifically, this collection of articles is intended to cover recent directions and activities in the field of machine learning, especially the recent paradigm of deep learning, in neuroscience dedicated to analysis, diagnosis, and modeling of the neural mechanisms of brain functions. Furthermore, the research topic aims to stimulate collaboration between researchers in various fields of neuroscience and artificial intelligence.

We welcome submissions of original neuroscience research papers from a range of different specialties such as cognitive and systems neuroscience to neuroimaging and neural signal processing. Original research and reviews, as well as theoretical work, methods, and modeling articles are welcomed. The research work may include experimental studies using state-of-the-art in electrophysiology and neuroimaging techniques as well as experimental based computational or theoretical work.

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Editors

Reza Lashgari

Shahid Beheshti University

Ali Ghazizadeh

Sharif University of Technology

Babak A Ardekani

Nathan S. Kline Institute for Psychiatric Research

Hamid R Rabiee

Sharif University of Technology

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53,146 Total views

37,777 Article views

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2,424 Topic views

Published In

Frontiers in Neuroscience

Brain Imaging Methods, Neural Technology

Frontiers in Big Data

Machine Learning and Artificial Intelligence

Frontiers in Artificial Intelligence

Machine Learning and Artificial Intelligence

Frontiers in Neuroimaging

Brain Imaging Methods

Frontiers in Neurology

Brain Imaging Methods

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